UKCP18 Guidance: Data availability, access and formats table · table Contents 1. What data is...
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table
Contents
1. What data is available for download?
2. Where can you download the data?
3. How do you register for access to the data?
4. Where can you find out more about the underpinning science
5. What are the restrictions on use?
6. What do you need to be aware of before using the data?
7. What data formats are available?
8. What spatial resolutions and regional averages are available?
9. What variables are available?
10. Where can you go for more information
Appendix A Data availability: Global projections CMIP-13
Appendix B Coordinate Systems, Regridding and Regional Averages
1. What data is available for download?
The UKCP18 data for the marine and land projections are available for download. The climate models
and scenarios available are summarised in Tables 1 and 2. You can find a list of the variables and
details of the regional averaging (e.g. over the UK, river basin and administrative regions) in Tables 4
and 5 below.
UKCP18 Guidance: Data availability, access and formats
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Dataset Description Emissions
scenarios
Time
Period
Domain
Time mean sea
level at 12 km
Projections of future changes in sea water level RCP2.6
RCP4.5
RCP8.5
2007-
2100
UK
coastline
Storm surge
trend at 12km
Projections of storm surge trend around the UK
coastline
RCP8.5 2007-
2100
UK
coastline
Storm surge
simulations
Time series of gridded historical and future simulations
of sea water level
RCP8.5 1970-
2099
UK
Short event case
studies
Time series of gridded historical and future simulations
of sea water level for three events (6 Dec 2013, 3 Feb
2014, 11 Jan 2015)
N/A N/A
UK
Time mean sea
level at 12km
Exploratory projections of future changes in sea water
level around the UK coastline
RCP2.6
RCP4.5
RCP8.5
2007-
2300
UK
Table 1 Summary of UKCP18 marine projections data
Dataset Description Emissions
scenarios
Time
Period
Geographical
Domain
Probabilistic
projections
Probabilistic projections over land RCP2.6
RCP4.5
RCP6.0
RCP8.5
SRESA1B
1961-
2100
UK
Global (60km)
projections
Global climate model projections including 15 from
the Met Office Hadley Centre (PPE-15) and 13
models from other international climate modelling
centres (CMIP5-13)
RCP8.5
1900-
2100
Global
UK
Regional (12km)
projections
A set of 12 high resolution climate projections at
12km spatial resolution driven by the global climate
model projections
RCP8.5 1981-
2080
Europe
UK
Local (2.2km)
projections
A set of 12 high resolution climate projections at
2.2km spatial resolution driven by the regional
climate model projections
RCP8.5 1981-
2000
2021-
2040
2061-
2080
UK
Derived
projections
Projections for RCP2.6 and worlds with 2°C and
4°C warming produced using statistical methods
and based on the global climate model projections
RCP2.6
2°C world
4°C world
1900-
2100
UK
Table 2 Summary of UKCP18 climate models and scenarios for projections over land
2. Where can you download the data?
There are four locations where you can download the data:
UKCP Website. You can download a spreadsheet with the key results from the marine and
probabilistic projections.
UKCP User interface (UI). You can download datasets and plot graphs and maps for the UK
from the user interface. Beware that the UI provides easy access to frequently requested data for
the UK and some datasets are not available (e.g. the global dataset and storm surge case
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studies). These can be downloaded using the methods below listed below. You need to register
to access the products and instructions are available at the UI.
CEDA Data Catalogue. All datasets set out in Tables 1, 2, 4 and 5 are available for download via
the CEDA data catalogue. You can click and download individual files or write a script to
download a set of files automatically (see the CEDA website for more details).
Application Programming Interface (API). You can develop web applications that call upon the
web-processing services underpinning the UI. Instructions on how to use the API are available at
the UKCP UI.
3. How do you register for access to the data?
For the UKCP User Interface, you can register at the Sign Up page. Enter your information in the fields
and click “submit”. The interface will send you an email with a link to activate your account. Please
check your spam/junk folder and you may need to move it to your inbox to allow it to activate your
account.
All data is provided under the Open Government Licence.
4. Where can you find out more about the underpinning science
The science underpinning the climate data is described in the following reports and sets of guidance
available from the UKCP website:
Peer-Reviewed science reports
o UKCP18 Science Overview
o UKCP18 Land Projections Science Report
o UKCP18 Marine Projections Report
o UKCP18 Derived Projections Report
o UKCP Convection Permitting Model Science Report
Peer Reviewed user guidance
o UKCP18 Factsheets on sea level and storm surge, temperature, precipitation, wind,
weather types
o UKCP18 Guidance: How to use the Land Projections
o UKCP18 Guidance: How to bias correct
o UKCP18 Guidance: Caveats and Limitations
Additional user guidance
o UKCP Factsheet: Local (2.2km) Projections
o UKCP18 Guidance: UKCP18 for UKCP09 Users
o UKCP18 Guidance: Representative Concentration Pathways
o UKCP18 Factsheet on snow
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o UKCP18 Guidance on using different visualisation products such as plume plots, PDF
and CDF plots, probabilistic projections maps.
5. What are the restrictions on use?
The Open Government Licence (OGL) applies to all datasets.
6. What do you need to be aware of before using the data?
Before using the data, familiarise yourself with UKCP18 Guidance: Caveats and Limitations available
from the UKCP website.
Whilst the projections represent the latest scientific understanding and the results have been peer
reviewed by independent experts, keep in mind the caveats and limitations of the projections. Although
our understanding and ability to simulate the climate is advancing all the time, our models are not able to
represent all of the features seen in the present day real climate. This means that when applying the
climate projections to your decision-making, consider how best to factor the capabilities and limitations of
UKCP18. This should be informed by a thorough understanding of the consequences of different climate
outcomes – perhaps including those beyond the ranges of uncertainty presented in UKCP18.
7. What data formats are available?
The following table summarises the available file formats.
Product Formats Notes
CDF plot
Joint probability plot
Maps
PDF plot
Plume plot
png, jpg, pdf
resolutions of 900x600,
1200x800, 2400x1600
Raw data CSV This can be used in EXCEL or any
text file reader.
You can also import it into ArcGIS if
you replace the metadata at the top of
the file such that it resembles ESRI
ASCII raster format1
NetCDF This is for users familiar with
programming and details can be
found at
www.unidata.ucar.edu/software/netcdf
Table 3 Summary of UKCP18 file formats
1http://help.arcgis.com/en/arcgisdesktop/10.0/help/index.html#/ESRI_ASCII_raster_format/009t0000000z000000/
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8. What spatial resolutions and regional averages are available?
Spatial resolutions and coordinate systems
The data is available in more than one spatial coordinate system. All projections over land for the UK are
available in the Ordnance Survey’s National Grid. See Table 4 for a summary of the spatial coordinate
systems used for each dataset.
The raw model data from the projections over land are in a number of different coordinate systems. We
have opted to make the data available in British National Grid for the UK for all land projections to ease
analysis for most UK users. It is also consistent with the coordinate system used by the Met Office’s
National Climate Information Centre who provide observed datasets. This required regridding the original
climate model data and the details of the method and coordinate systems can be found in Appendix B.
Users in Northern Ireland may need to carry out their own regridding if the Irish Grid is required.
Dataset Spatial
resolution
Domain Spatial coordinate system Regional averages
available
Probabilistic
projections
25km UK
Channel Islands
Isle of Man
British National Grid (OSGB) Country
Administrative Regions
River basin regions
Global (60km)
projections
60km Global Regular latitude-longitude in
geographic projection
Country
Administrative Regions
River basin regions 60km UK only
Channel Islands
Isle of Man
British National Grid (OSGB)
Regional (12km)
projections
12km
Europe Latitude-longitude in rotated
pole coordinates
Country
Administrative Regions
River basin regions UK
Channel Islands
Isle of Man
British National Grid (OSGB)
Local (2.2km)
projections
2.2km UK
Isle of Man
Latitude-longitude in rotated
pole coordinates
Country
Administrative Regions
River basin regions 5km British National Grid (OSGB)
Marine projections 12km UK
Channel Islands
Isle of Man
Regular latitude-longitude in
geographic projection
None
Table 4 Summary of geographical characteristics of UKCP18 data
The marine projections are provided as grid cells along the UK coastline (for sea level and extreme
water levels) and for UK sea waters (storm surge runs and short event case studies) using a regular
latitude-longitude geographic projection.
Regional Averages
The data will be available for three types of aggregated areas country regions (see Figure 1),
administrative regions (see Figure 2) and River basin regions (see Figure 3). The regional averages for
all aggregated areas have been calculated using 2-D conservative method. See Appendix B for details.
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To make it easier to share and use the shapefiles, we have created the administration and river basin
region as well as country shapefiles from open-source datasets. The shapefiles are available with an
Open Government Licence. Note that there are some differences between UKCP09 and UKCP18
administration region shapefiles. These are in Scotland where Eastern, Western and Northern Scotland
are based on aggregating regions from OS Boundary Line. There are also some small changes to river
basins which are based on the European Environment Agency’s European river catchments.
UKCP Local (2.2km) provides the most spatially detailed picture of future climate for the mainland UK.
However, due to the proximity of the Shetland Isles to the northern boundary of the model domain used
for these projections, data produced here is not reliable and should not be used. This is because at the
edge of the model domain the projections are influenced by the techniques required to drive the model at
its boundaries, which prevent Local (2.2km) from developing its own climatology over Shetland. We do
not include these grid cells to calculate the regional average.
UKCP Local (2.2km) is just one of the tools available in the UKCP suite that provide national climate
change information. We advise using the alternate tools to access future climate data over the Shetland
Islands. For example, the Regional (12km) projections use a much larger European model domain which
places the northern boundaries much further north. Shetland is represented at a 12km resolution and is
free from any boundary issues.
The shapefiles are available at https://github.com/ukcp-data/ukcp-spatial-files.
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Figure 1 Map of countries used in UKCP18. The two regions covering United Kingdom as well as England and Wales are available too
WalesEngland
Scotland
Isle of Man
Channel Islands
Northern Ireland
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Figure 2 Map of administrative regions used in UKCP18
Wales
London
Isle of Man
West Midlands
East Midlands
West Scotland
East Scotland
North Scotland
Channel Islands
East of England
Northern Ireland
South West England
North West England
North East England
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Figure 3 Map of river basin regions used in UKCP18
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9. What variables are available?
Variable at the surface
(short name in CEDA
catalogue)
Units Marine Probabilistic †Global
(60km)
Regional
(12km)
Local
(2.2km) Derived
Cloud cover (clt) % ✓ ✓ ✓ ✓
Precipitation (pr) mm/day ✓ ✓ ✓ ✓ hourly ✓+
Radiation, total
downward short wave
flux (rsds)
Wm-2 ✓
Radiation, net long
wave (rls)
Wm-2 ✓ ✓ ✓ ✓
Radiation, net short
wave (rss)
Wm-2 ✓ ✓ ✓ ✓
Relative humidity
(hurs)
% ✓ ✓ ✓ ✓
Sea level pressure (psl) hPa ✓ ✓ ✓ ✓
Sea water level m ✓
Snow: snowfall amount
(prsn)
mm ✓ ✓
Snow: lying snow
amount (snw)
mm ✓ ✓
Specific humidity
(huss)
✓ ✓ ✓ ✓
Temperature, maximum
(tasmax)
°C ✓ ✓ ✓ ✓
Temperature, Mean
(tas)
°C ✓ ✓ ✓ ✓ hourly ✓+
Temperature, minimum
(tasmin)
°C ✓ ✓ ✓ ✓
Wind gusts
(wsgmax10m)
m/s ✓ 3-hourly
Wind speed (sfcWind) m/s ✓ ✓ ✓ 3-hourly ✓
Wind speed eastwards
(uas)
m/s ✓ ✓ ✓ ✓
Wind speed northwards
(vas)
m/s ✓ ✓ ✓ ✓
Time steps Dataset-
dependent
Monthly
Seasonal
Annual
20/30-year means
Daily
Monthly
Seasonal*
Annual*
20/30-year means*
Daily+
Monthly
Table 5 Available UKCP18 variables for the marine and projections over land. Further variables and metrics such as sea
surface temperatures, extreme metrics for precipitation and temperature, weather types are being considered for release. Note
that all daily variables are provided on a 360-day year. *these are available over the UK only +only daily precipitation and
temperature are available for the derived projections †Not all variables are available for CMIP-13 (see Appendix A).
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10. Where can you go for more information
If you want to find out more about the UKCP18 project visit the UKCP website.
If you have enquiries about the data licence conditions and have feedback for the UKCP18 User
Interface or CEDA Data Catalogue please contact us through the online support form on the UKCP
website.
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Appendix A Data availability: Global projections CMIP-13
The UKCP18 global projections also include information from climate modelling centres other than the
Met Office Hadley Centre. The availability of climate variables from these models are dependent on
whether the climate modelling centres saved the data. Table A.1 sets out the daily variables that are
missing for the CMIP-13 set of global projections. Table A.2 sets out the monthly variables that are
missing for the CMIP-13 set of global projections.
CMIP5-13 member ID
CMIP5 name
clt
hu
rs
hu
ss
pr
ps
l
rls
rss
sfc
Win
d
tas
tas
min
tas
ma
x
ua
s
va
s
16 bcc-csm1-1 1950 × × 1950
17 CCSM4 × × × × × ×
18 CESM1-BGC × × × × ×
19 CanESM2 ×
20 CMCC-CM 1950 × × 1950 1950
21 CNRM-CM5 1950 × 1950 1950
22 EC-EARTH × × × × 1900 × ×
23 ACCESS1-3 1950 × 1950 1950
24 HadGEM2-ES 1949 × 1949 1949
25 IPSL-CM5A-MR ×
26 MPI-ESM-MR 1950 × × 1950 1950
27 MRI-CGCM3 1950 × 1950 1950
28 GFDL-ESM2G ×
Table A.1. Summary of daily fields that are missing (x) for the CMIP5-13 in the Global Projections, or that do not
have data for the whole period 1/12/1899 to 30/11/2099 (these are shown by the first year for which there is data).
clt is total cloud cover, hurs is relative humidity at the surface, huss is specific humidity at the surface, psl is sea
level pressure, rls is the long wave radiation at the surface, rss is the short wave radiation at the surface, sfcWind is
wind speed at 10m, tas is mean temperature at the surface, tasmin is minimum temperature at the surface, tasmax
is maximum temperature at the surface, uas is horizontal wind at the surface and vas is vertical wind at the surface.
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CMIP5-13 member ID
CMIP5 name
clt
hu
rs
hu
ss
pr
ps
l
rls
rss
sfc
Win
d
tas
tas
min
tas
ma
x
ua
s
va
s
16 bcc-csm1-1 × × ×
17 CCSM4 × × × × ×
18 CESM1-BGC × × × × ×
19 CanESM2 × ×
20 CMCC-CM × × × ×
21 CNRM-CM5 × × × ×
22 EC-EARTH × × × × × × × × ×
23 ACCESS1-3 × ×
24 HadGEM2-ES × ×
25 IPSL-CM5A-MR × × ×
26 MPI-ESM-MR × × × ×
27 MRI-CGCM3 × × × × ×
28 GFDL-ESM2G × ×
Table A.2. Summary of monthly fields that are missing (x) for the CMIP5-13 in the Global Projections, or that do not
have data for the whole period 1/12/1899 to 30/11/2099 (these are shown by the first year for which there is data).
clt is total cloud cover, hurs is relative humidity at the surface, huss is specific humidity at the surface, psl is sea
level pressure, rls is the long wave radiation at the surface, rss is the short wave radiation at the surface, sfcWind is
wind speed at 10m, tas is mean temperature at the surface, tasmin is minimum temperature at the surface, tasmax
is maximum temperature at the surface, uas is horizontal wind at the surface and vas is vertical wind at the surface.
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Appendix B Coordinate Systems, Regridding and Regional Averages
Coordinate Systems
As listed in Table 4, the climate projections are available in different coordinate systems and resolutions.
The following are definitions of the different coordinate systems used in UKCP18 raw model data:
Global Projections and Marine Projections
The global and marine projections raw model data are provided on the geographic projection.
Regional Projections
The regional climate model projections for the European domain are available in a rotated pole
coordinate system. The details are as follows:
Rotated Pole
Grid North Pole latitude = 39.25
Grid North Pole longitude = 198.0
Regional Averages and Regridding
The processing tools used to provide the climate model data over land were developed in Python 2.7
and Iris. The probabilistic, global and regional projections are available regridded to the UK on the
Ordnance Survey’s National Grid as well as averaged regionally for countries, administrative regions and
river basin regions. The same method was used for both regridding and regional averaging; this requires
using shapefiles for the target National Grid or region and then carrying out an area-weighted method
using iris.analysis.geometry.
Note that there are no values for some of the small land areas for the global projections due to the
coarser model grid resolution.
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Appendix C: Filename and Folder Structure Conventions
The UKCP data files for the projections over land have been stored on the CEDA Data Archive using the
conventions set out in TablesC.1, C.2 and C.3.
Dataset Folder structure
Probabilistic collection/domain/resolution/scenario/filetype/baseline/nyear/variable/frequency/version
Global (60km), Regional (12km), Local (2.2km), Derived
collection/domain/resolution/scenario/member/variable/frequency/version/
Table C.1 Folder structure convention for files on CEDA Data Archive
Dataset Filename convention
Probabilistic variable_scenario_collection_domain_resolution_filetype_baseline_nyear_frequency_timeslice.nc
Global (60km), Regional (12km), Local (2.2km), Derived
variable_scenario_collection_domain_resolution_member_frequency_timeslice.nc
Table C.2 Filename convention for files on CEDA Data Archive
Category Category description Values available Value descriptions
collection Describes the data collection
land-prob land-gcm land-rcm land-cpm
Probabilistic projections Global (60km) projections Regional (12km) projections Local (2.2km) projections
domain The spatial extent of the data
global eur uk
Global Europe UK only
resolution The resolution of the dataset
60km, 12km, 2.2km
Resolution of the climate model
60km, 12km , 5km, country, region, river
Resolution of the regridded data and regional averages
scenario Representative concentration pathway or emissions scenario
rcp2.6, rcp4.5, rcp6.0,rcp8.5, sreas-a1b
filetype The type of result cdf pdf sample
Cumulative-distribution frequency Probability distribution function Samples
baseline Baseline years used for calculating anomalies
b8100,b6190,b8110 1981-2000,1961-1990, 1981-2010
nyear Number of years used for calculating anomalies
1y, 20y, 30y
member Member number see Table D.1
variable Variable short name see Table 5
frequency Averaging frequency 1hr, 3hr, day, mon, seas, ann
1 hour, 3 hour, daily, monthly, seasonal, annual
mon-20y, seas-20y, ann-20y
20-year monthly, seasonal and annual averages
mon-20y, seas-20y, ann-20y
30-year monthly, seasonal and annual averages
version Version number
Table C.1 Description of folder and filename conventions used in CEDA Data Archive
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Appendix D: Climate model name and conventions for Global (60km), Regional (12km),
Local (2.2km) and Derived Projections
The Global (60km) projections comprise results from the Met Office Hadley Centre global climate model
(HadGEM3-GC3.05) as well as climate models (CMIP5) used in the latest assessment report from the
Intergovernmental Panel on Climate Change. Table D.1 shows the naming convention that was used in
the filenames and metadata stored on the CEDA Data Archive.
Climate Model
Global Climate Model name
Member ID
Perturbed-Physics ID
Regional Climate Model name
Convection-Permitting Model
name
Met Office Hadley Centre climate model
HadGEM3-GC3.05
01 r001i1p00000 HadREM3-GA705 HadREM3-RA11M
02
03
04 r001i1p01113 HadREM3-GA705 HadREM3-RA11M
05 r001i1p01554 HadREM3-GA705 HadREM3-RA11M
06 r001i1p01649 HadREM3-GA705 HadREM3-RA11M
07 r001i1p01843 HadREM3-GA705 HadREM3-RA11M
08 r001i1p01935 HadREM3-GA705 HadREM3-RA11M
09 r001i1p02123 HadREM3-GA705 HadREM3-RA11M
10 r001i1p02242 HadREM3-GA705 HadREM3-RA11M
11 r001i1p02305 HadREM3-GA705 HadREM3-RA11M
12 r001i1p02335 HadREM3-GA705 HadREM3-RA11M
13 r001i1p02491 HadREM3-GA705 HadREM3-RA11M
14
15 r001i1p02868 HadREM3-GA705 HadREM3-RA11M
CMIP5 Climate Models
bcc-csm1-1 16
CCSM4 17
CESM1-BGC 18
CanESM2 19
CMCC-CM 20
CNRM-CM5 21
EC-EARTH 22
ACCESS1-3 23
HadGEM2-ES 24
IPSL-CM5A-MR 25
MPI-ESM-MR 26
MRI-CGCM3 27
GFDL-ESM2G 28
Table D.1 Climate models used in the Global (60km), Regional (12km), Local (2.2km) and Derived
Projections. Table includes climate model names, corresponding identifier (member ID) and the
perturbed-physics ID (for Met Office Hadley Centre models) used in the filename convention in the
CEDA Archive. Only Met Office Hadley Centre (MOHC) regional and convection-permitting climate
models were used. The MOHC global climate models were used as input to the 12 regional climate
models. The 12 regional climate models were used as input to the 12 convection-permitting models.
Further details of the HadGEM3-GC3.05 perturbed physics data is available at Sexton et al (2019)2.
2 Sexton et al (2019), The elicitation of distributions of parameters in HadGEM3 versions GA4 and GA7 for use in perturbed parameter ensembles, Technical Note 101, Met Office. Available at: https://digital.nmla.metoffice.gov.uk/digitalFile_70d009c8-e04e-449b-98a2-ada3be97167d